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. 2025 May 12;15:16401. doi: 10.1038/s41598-025-01433-0

Table 2.

Comparison of experimental, fitted, and machine-learning predicted coherence lengths for selected nuclear reactions. The fitted model uses Inline graphic, while ML predictions include Monte Carlo dropout uncertainties.

Reaction Inline graphic (j) Experimental Inline graphic (cm) Fitted Inline graphic (cm) ML-Predicted Inline graphic (cm)
Inline graphicHInline graphic Inline graphic Inline graphic Inline graphic Inline graphic
Inline graphicLiInline graphic Inline graphic Inline graphic Inline graphic Inline graphic
Inline graphicFeInline graphic Inline graphic Inline graphic Inline graphic Inline graphic
Inline graphicBeInline graphic Inline graphic Inline graphic Inline graphic Inline graphic